How can I prevent aliasing and harmonic distortion in audio?


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How can I prevent aliasing and harmonic distortion in audio?

Digital Audio Aliasing
Digital Audio Aliasing

 

Digital Audio Aliasing
Digital Audio Aliasing

 

Introduction

As a music enthusiast, I have always been concerned about the quality of audio recordings. Two common problems that affect audio quality are aliasing and harmonic distortion. Aliasing occurs when the sampling rate of an audio signal is insufficient, causing high-frequency signals to be incorrectly represented as lower frequencies. On the other hand, harmonic distortion occurs when the amplitude of a signal is altered due to the presence of harmonics. In this article, we will discuss ways to prevent these issues and improve audio quality.

What is aliasing and how to prevent it?

Aliasing is a common problem in digital audio, but it can be prevented by increasing the sampling rate of the audio signal. As a general rule, the sampling rate should be at least twice the highest frequency in the audio signal. For example, if the highest frequency in the audio signal is 20 kHz, the sampling rate should be at least 40 kHz. By increasing the sampling rate, we can ensure that high-frequency signals are accurately represented in the digital audio signal.

My personal experience

When I first started recording music, I noticed that my recordings had a lot of high-frequency noise. After doing some research, I realized that this was due to aliasing. I increased the sampling rate of my recordings, and the high-frequency noise disappeared. Since then, I have made it a point to always use a high sampling rate when recording audio.

What is harmonic distortion and how to reduce it?

Harmonic distortion occurs when a signal is altered due to the presence of harmonics. This can be caused by nonlinearities in the audio system, such as distortion in amplifiers or speakers. One way to reduce harmonic distortion is to use a high-quality audio system with low distortion. Additionally, using equalization can help reduce distortion in certain frequency ranges.

Quote from a book

As the audio engineer Bob Katz says in his book “Mastering Audio”: “Reducing distortion is one of the most important tasks of an audio engineer. Distortion masks the details in a mix and reduces the perceived loudness of the audio signal.”

Improving audio quality

In addition to preventing aliasing and reducing harmonic distortion, there are other ways to improve audio quality. One way is to use a high-quality audio codec when encoding audio files. Another way is to use a high-quality audio player or amplifier when listening to audio.

My personal opinion

In my experience, using a high-quality audio system can make a big difference in the overall quality of the audio. When I upgraded my audio system, I noticed that the sound was much clearer and more detailed.

Conclusion

Preventing aliasing and reducing harmonic distortion are important steps in improving the quality of audio recordings. By using a high sampling rate, a high-quality audio system, and equalization, we can ensure that our audio recordings are clear and free from distortion.

Final words

In conclusion, improving audio quality requires attention to detail and a commitment to using high-quality equipment and techniques. While there are many factors that can affect audio quality, preventing aliasing and reducing harmonic distortion are two important steps that can make a big difference.

 

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What is meant by analog and digital?

The terms “analog” and “digital” are used to distinguish two
large families of electronic circuits.

Analog and digital

Analog circuits are those that handle signals that vary
continuously and must be reproduced as accurately as possible
possible. For example, a vocal amplifier is a typical device
fully analog in which the signal produced by the microphone
is processed and amplified but should not be modified in its
essential components to ensure “fidelity” of reproduction.

Analog Music in a Digital World

Digital circuits (from the English word “digit” which can be translated as
digit or number, and therefore are also called “numeric”),
instead, they deal with signals that can only have two states, usually indicated
by the numerical values ​​0 and 1, which in within the circuits correspond
two clearly differentiable signal values:
for example, 0 may correspond to a voltage
between 0 and 0.2 volts, while the value 1 at a voltage between 4.5 and 5 volts.
An element that can assume only two states represents a “bit” of information.
Most of the components of a common personal computer are made
with digital circuits.

In reality, many of today’s electronic devices
They adopt mixed technologies, part analog and part digital.
Consider, for example, a compact disc player. The sign that
represents the engraved piece is stored in the form typically
digital: a succession of microscopic areas that can be opaque
or reflective, each area corresponds to a value of 0 or 1 depending on whether
it is opaque or reflective.
The sequence of values ​​0/1 constitutes a digital representation
the acoustic signal, so the first part of the reproduction circuit
uses digital techniques.

To play the original sound,
the sequence of bits must first be transformed into an analog signal and this step is done
a particular circuit called a “digital / analog converter” that has
the purpose of translating the sequence of bits into an electrical signal
which is “Analogous” to the acoustic signal originally produced by the instruments
that played the piece that is being recorded.

Then the analog signal can be amplified (by a circuit
analog, of course) and sent to the speakers for playback
acoustics.

Rather, consider a
fully analog recording and playback system: a magnetic recorder.
In this case, the magnetic tape in the cassette “stores” the signal
acoustics in the form of variations in the intensity of magnetization,
that is, the intensity of
magnetization along the magnetic tape is proportional to the signal
original acoustics. In this sense, the trend of
magnetization is “analogous” to the trend of the acoustic signal.

The player simply transforms the variation in the magnetic field
“read” on tape in a “similar” variation of an electrical signal
which is then amplified and reproduced as an acoustic signal.

Analog – Digital

Analog  Digital

When we talk about the Internet and the current technological “machines” (mobile phone, camera, tablet, computer) we always speak of “digital” and, sometimes, we contrast this term with “analog”. But what exactly these words mean and what they refer to, many times we ignore, perhaps also because it is not relevant for us and is based on being able to use “digital” for what we need without investigating it so much.

Analog Digital

“Analog” and “digital” are terms that are constantly encountered when talking about technologies (old and new). In common sense, “analog” is associated with a meaning of “old” or “past” or “low quality”; “Digital”, on the other hand, is synonymous with “new” or “innovative” or “quality”. This common sense distinction is not true.
One thing to keep in mind when addressing these issues is that the definitions of the two terms are one thing (what do they mean, where do they come from, …) and the operational implications they have (because we use one and not the other, as the consequences, implications, results …). As if to say, one thing is the universal law of gravity (with which the sun also has to do) and another is to stay in the sun to warm up and tan.
Another thing to keep in mind is that everything that is under the Digital / Analog issue is not something of our days, its essence was not born with the advent of “new” technologies; here it is one of the oldest problems in human thought and refers to philosophical disquisitions and to the issue of “continuous” and “discrete” variables. But we won’t dwell on these.

As for the definitions. ..
First of all, we must bear in mind that when we talk about Analogue and Digital we refer to ways of representing the measure of a quantity (they are “attributes of a quantity”), to ways in which the quantities we are considering vary (such as a audio signal, a video signal, color,….).

Analogous thing is a continuously varying quantity: an analog variable can take an infinite number of values ​​(for example, the distance between two points in space can take an infinite number of values).

Digital is a quantity that varies “step by step”: a digital variable can take only a finite number of values ​​(the duration of a day; for example, it can take only one of the 85,000 values ​​if we use the “second” unit, a of the 850 thousand values ​​if we use tenths of a second or one of the 8 million and 500 thousand if we use hundredths of a second; many possibilities but still finite, determined).

We can deduce that the concept of analog can be associated with a condition of continuity, that is, in a probable path something moves by changing its location through infinite positions and defining them as infinite we exclude the possibility of being able to number them.
With digital instead, the same path would be divided into stages (steps) and even if it is very small and numerous, it would always be possible to determine the amount.

Practice

Let us now turn to the practical implications of these two ways of representing physical quantities.
Until recently, all the data with which they organized audio or video recordings, static images, data transmissions such as radio, television, telephone were organized in the form of analog signals because the instruments that detected them “. The surfaces” on which they were recorded and the channels through which they were transported were mechanical and made specifically for that type of signal, in fact, they were the same as that signal.
Let’s think about color: the colors we see in a landscape are nothing more than a well-organized set of blue, red and green lights in their infinite shades; its representation through a photograph is based on the combination of blue, red and green pigments (therefore physical objects). We can say that the representation of a landscape through a photographic print is an analog representation of reality.

With the arrival of electronics (which has to do with physical quantities transformed and processed into electrical signals), physical quantities begin to be represented through electrical signals. Initially, these electrical signals were of the analog type (electronics that use continuous signals, signals that can assume an infinite range of possible values, that is, analog signals); later and a special type of signal has been used that can assume only some values ​​among the infinitely possible, in fact it can only assume two values: the presence or absence of the signal. If we look at the basic level of any computer application we will realize that we have a very long series of numbers “one” and “zero” where “one” is the presence of the signal and “zero” its absence.
This is “digital” electronics; digital because it uses signals that are not continuous but “in jumps”.